Pandas Profiling Report

Dataset statistics

Number of variables	13
Number of observations	361037
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	35.8 MiB
Average record size in memory	104.0 B

Variable types

Numeric	8
Categorical	5

Alerts

`imp_hash` has constant value "25c7ac00c91884fd2923a489ae9dfbca"	Constant
`filename` has a high cardinality: 733 distinct values	High cardinality
`sha256` has a high cardinality: 10251 distinct values	High cardinality
`sec_md5` has a high cardinality: 9182 distinct values	High cardinality
`sec_name` has a high cardinality: 15918 distinct values	High cardinality
`df_index` is highly correlated with `Unnamed: 0` and 1 other fields	High correlation
`Unnamed: 0` is highly correlated with `df_index` and 1 other fields	High correlation
`win_count` is highly correlated with `df_index` and 1 other fields	High correlation
`sec_entropy` is highly correlated with `virtual_address`	High correlation
`raw_size` is highly correlated with `virtual_size`	High correlation
`virtual_size` is highly correlated with `raw_size` and 1 other fields	High correlation
`virtual_address` is highly correlated with `sec_entropy` and 1 other fields	High correlation
`df_index` is highly correlated with `Unnamed: 0` and 1 other fields	High correlation
`Unnamed: 0` is highly correlated with `df_index` and 1 other fields	High correlation
`win_count` is highly correlated with `df_index` and 1 other fields	High correlation
`sec_chi2` is highly correlated with `raw_size` and 1 other fields	High correlation
`sec_entropy` is highly correlated with `raw_size` and 2 other fields	High correlation
`raw_size` is highly correlated with `sec_chi2` and 2 other fields	High correlation
`virtual_size` is highly correlated with `sec_chi2` and 2 other fields	High correlation
`virtual_address` is highly correlated with `sec_entropy`	High correlation
`df_index` is highly correlated with `Unnamed: 0` and 1 other fields	High correlation
`Unnamed: 0` is highly correlated with `df_index` and 1 other fields	High correlation
`win_count` is highly correlated with `df_index` and 1 other fields	High correlation
`raw_size` is highly correlated with `virtual_size`	High correlation
`virtual_size` is highly correlated with `raw_size`	High correlation
`df_index` is highly correlated with `Unnamed: 0` and 1 other fields	High correlation
`Unnamed: 0` is highly correlated with `df_index` and 1 other fields	High correlation
`win_count` is highly correlated with `df_index` and 1 other fields	High correlation
`sec_chi2` is highly correlated with `raw_size` and 2 other fields	High correlation
`sec_entropy` is highly correlated with `raw_size` and 2 other fields	High correlation
`raw_size` is highly correlated with `sec_chi2` and 3 other fields	High correlation
`virtual_size` is highly correlated with `sec_chi2` and 3 other fields	High correlation
`virtual_address` is highly correlated with `sec_chi2` and 3 other fields	High correlation
`df_index` has unique values	Unique
`Unnamed: 0` has unique values	Unique
`sec_entropy` has 259677 (71.9%) zeros	Zeros

Reproduction

Analysis started	2022-08-22 03:18:26.317599
Analysis finished	2022-08-22 03:18:41.522832
Duration	15.21 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	361037
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4440196.256

Minimum	890523
Maximum	5674752
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	890523
5-th percentile	3535314.8
Q1	4263319
median	4514605
Q3	4776000
95-th percentile	5097902.2
Maximum	5674752
Range	4784229
Interquartile range (IQR)	512681

Descriptive statistics

Standard deviation	622718.1196
Coefficient of variation (CV)	0.1402456296
Kurtosis	11.46646499
Mean	4440196.256
Median Absolute Deviation (MAD)	254991
Skewness	-2.921966442
Sum	1.603075136 × 10¹²
Variance	3.877778565 × 10¹¹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
890523	1	< 0.1%
4683030	1	< 0.1%
4682908	1	< 0.1%
4682907	1	< 0.1%
4682906	1	< 0.1%
4682887	1	< 0.1%
4682886	1	< 0.1%
4682885	1	< 0.1%
4682884	1	< 0.1%
4682883	1	< 0.1%
Other values (361027)	361027	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
890523	1	< 0.1%
890524	1	< 0.1%
890525	1	< 0.1%
890526	1	< 0.1%
890527	1	< 0.1%
890528	1	< 0.1%
890529	1	< 0.1%
890530	1	< 0.1%
890531	1	< 0.1%
890532	1	< 0.1%

Value	Count	Frequency (%)
5674752	1	< 0.1%
5674751	1	< 0.1%
5674750	1	< 0.1%
5674749	1	< 0.1%
5674748	1	< 0.1%
5674747	1	< 0.1%
5674746	1	< 0.1%
5674745	1	< 0.1%
5674744	1	< 0.1%
5674743	1	< 0.1%

Unnamed: 0
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	361037
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4440196.256

Minimum	890523
Maximum	5674752
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	890523
5-th percentile	3535314.8
Q1	4263319
median	4514605
Q3	4776000
95-th percentile	5097902.2
Maximum	5674752
Range	4784229
Interquartile range (IQR)	512681

Descriptive statistics

Standard deviation	622718.1196
Coefficient of variation (CV)	0.1402456296
Kurtosis	11.46646499
Mean	4440196.256
Median Absolute Deviation (MAD)	254991
Skewness	-2.921966442
Sum	1.603075136 × 10¹²
Variance	3.877778565 × 10¹¹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
890523	1	< 0.1%
4683030	1	< 0.1%
4682908	1	< 0.1%
4682907	1	< 0.1%
4682906	1	< 0.1%
4682887	1	< 0.1%
4682886	1	< 0.1%
4682885	1	< 0.1%
4682884	1	< 0.1%
4682883	1	< 0.1%
Other values (361027)	361027	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
890523	1	< 0.1%
890524	1	< 0.1%
890525	1	< 0.1%
890526	1	< 0.1%
890527	1	< 0.1%
890528	1	< 0.1%
890529	1	< 0.1%
890530	1	< 0.1%
890531	1	< 0.1%
890532	1	< 0.1%

Value	Count	Frequency (%)
5674752	1	< 0.1%
5674751	1	< 0.1%
5674750	1	< 0.1%
5674749	1	< 0.1%
5674748	1	< 0.1%
5674747	1	< 0.1%
5674746	1	< 0.1%
5674745	1	< 0.1%
5674744	1	< 0.1%
5674743	1	< 0.1%

filename
Categorical

HIGH CARDINALITY

Distinct	733
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

2022041921/2022041921_40	2552
2022041921/2022041921_5	2237
2022041921/2022041921_7	2191
2022041921/2022041921_39	2122
2022041920/2022041920_45	2095
Other values (728)	349840

Length

Max length	24
Median length	24
Mean length	23.83824096
Min length	23

Characters and Unicode

Total characters	8606487
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022041900/2022041900_10
2nd row	2022041900/2022041900_10
3rd row	2022041900/2022041900_10
4th row	2022041900/2022041900_10
5th row	2022041900/2022041900_10

Common Values

Value	Count	Frequency (%)
2022041921/2022041921_40	2552	0.7%
2022041921/2022041921_5	2237	0.6%
2022041921/2022041921_7	2191	0.6%
2022041921/2022041921_39	2122	0.6%
2022041920/2022041920_45	2095	0.6%
2022041919/2022041919_40	2089	0.6%
2022041919/2022041919_1	2036	0.6%
2022041920/2022041920_55	1983	0.5%
2022041920/2022041920_49	1970	0.5%
2022041919/2022041919_42	1960	0.5%
Other values (723)	339802	94.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2022041921/2022041921_40	2552	0.7%
2022041921/2022041921_5	2237	0.6%
2022041921/2022041921_7	2191	0.6%
2022041921/2022041921_39	2122	0.6%
2022041920/2022041920_45	2095	0.6%
2022041919/2022041919_40	2089	0.6%
2022041919/2022041919_1	2036	0.6%
2022041920/2022041920_55	1983	0.5%
2022041920/2022041920_49	1970	0.5%
2022041919/2022041919_42	1960	0.5%
Other values (723)	339802	94.1%

Most occurring characters

Value	Count	Frequency (%)
2	2740391	31.8%
0	1686041	19.6%
1	1250600	14.5%
9	921679	10.7%
4	838591	9.7%
/	361037	4.2%
_	361037	4.2%
3	137618	1.6%
8	131154	1.5%
5	99506	1.2%
Other values (2)	78833	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7884413	91.6%
Other Punctuation	361037	4.2%
Connector Punctuation	361037	4.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	2740391	34.8%
0	1686041	21.4%
1	1250600	15.9%
9	921679	11.7%
4	838591	10.6%
3	137618	1.7%
8	131154	1.7%
5	99506	1.3%
7	41268	0.5%
6	37565	0.5%

Other Punctuation

Value	Count	Frequency (%)
/	361037	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	361037	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8606487	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	2740391	31.8%
0	1686041	19.6%
1	1250600	14.5%
9	921679	10.7%
4	838591	9.7%
/	361037	4.2%
_	361037	4.2%
3	137618	1.6%
8	131154	1.5%
5	99506	1.2%
Other values (2)	78833	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8606487	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	2740391	31.8%
0	1686041	19.6%
1	1250600	14.5%
9	921679	10.7%
4	838591	9.7%
/	361037	4.2%
_	361037	4.2%
3	137618	1.6%
8	131154	1.5%
5	99506	1.2%
Other values (2)	78833	0.9%

win_count
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	10284
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	415397.3033

Minimum	1371
Maximum	615253
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	1371
5-th percentile	348689
Q1	383732
median	419650
Q3	454941
95-th percentile	506850
Maximum	615253
Range	613882
Interquartile range (IQR)	71209

Descriptive statistics

Standard deviation	68022.63825
Coefficient of variation (CV)	0.1637532013
Kurtosis	8.514812051
Mean	415397.3033
Median Absolute Deviation (MAD)	35637
Skewness	-1.927899435
Sum	1.499737962 × 10¹¹
Variance	4627079314
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
423722	97	< 0.1%
395177	96	< 0.1%
401436	84	< 0.1%
398996	83	< 0.1%
381232	80	< 0.1%
363563	77	< 0.1%
401564	72	< 0.1%
387013	67	< 0.1%
369543	62	< 0.1%
363207	60	< 0.1%
Other values (10274)	360259	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1371	50	< 0.1%
3450	42	< 0.1%
3733	50	< 0.1%
4954	50	< 0.1%
5022	30	< 0.1%
5080	49	< 0.1%
5408	44	< 0.1%
5419	31	< 0.1%
5731	34	< 0.1%
6208	49	< 0.1%

Value	Count	Frequency (%)
615253	48	< 0.1%
615063	32	< 0.1%
614731	32	< 0.1%
612544	50	< 0.1%
612494	19	< 0.1%
612277	44	< 0.1%
610236	26	< 0.1%
609956	22	< 0.1%
609721	26	< 0.1%
609217	23	< 0.1%

sha256
Categorical

HIGH CARDINALITY

Distinct	10251
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

04d66260ccaca00fdb56608492b754a4cdd6d7be24a48c6463c0c9bf13ecfd81	100
bf05399e1c937d3dfb38be3600967b703d706cbe34dd130e7e9b8c90044a4754	100
96ac2c6669518e0a3ad43796b1511ee5726fdd86bcc14714d9576be327b97ea1	100
db1d37343dc606670df06f44162a63ca43d00552a790969b2393db3b3da048f0	100
9bd5b3351e19f00d6dee37fdd922e886a1c64712f59b20e5d729f87ce15c39a1	98
Other values (10246)	360539

Length

Max length	64
Median length	64
Mean length	64
Min length	64

Characters and Unicode

Total characters	23106368
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4
2nd row	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4
3rd row	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4
4th row	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4
5th row	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4

Common Values

Value	Count	Frequency (%)
04d66260ccaca00fdb56608492b754a4cdd6d7be24a48c6463c0c9bf13ecfd81	100	< 0.1%
bf05399e1c937d3dfb38be3600967b703d706cbe34dd130e7e9b8c90044a4754	100	< 0.1%
96ac2c6669518e0a3ad43796b1511ee5726fdd86bcc14714d9576be327b97ea1	100	< 0.1%
db1d37343dc606670df06f44162a63ca43d00552a790969b2393db3b3da048f0	100	< 0.1%
9bd5b3351e19f00d6dee37fdd922e886a1c64712f59b20e5d729f87ce15c39a1	98	< 0.1%
138cf191475aa7d3c71ffd4f817b101e615618569389d094eebdd76f77f408a8	96	< 0.1%
e26b5b9a05f172b9d6c14409fb7f63c1344c21df0fbc56191b18061c10cacbf1	94	< 0.1%
bfba2a465cd51dd5d1bbcbaed0079c1cbbe66ef20cc60bf3aa624bdfab5f0ec8	92	< 0.1%
e8553934404d9f5bff496180b6a10e7931962f04743fd3674534f568c13cc843	90	< 0.1%
c017751a5a0af4a61f214148b092aa1a96716a84361b414cace0edbc2c7d6c7c	90	< 0.1%
Other values (10241)	360077	99.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
04d66260ccaca00fdb56608492b754a4cdd6d7be24a48c6463c0c9bf13ecfd81	100	< 0.1%
96ac2c6669518e0a3ad43796b1511ee5726fdd86bcc14714d9576be327b97ea1	100	< 0.1%
db1d37343dc606670df06f44162a63ca43d00552a790969b2393db3b3da048f0	100	< 0.1%
bf05399e1c937d3dfb38be3600967b703d706cbe34dd130e7e9b8c90044a4754	100	< 0.1%
9bd5b3351e19f00d6dee37fdd922e886a1c64712f59b20e5d729f87ce15c39a1	98	< 0.1%
138cf191475aa7d3c71ffd4f817b101e615618569389d094eebdd76f77f408a8	96	< 0.1%
e26b5b9a05f172b9d6c14409fb7f63c1344c21df0fbc56191b18061c10cacbf1	94	< 0.1%
bfba2a465cd51dd5d1bbcbaed0079c1cbbe66ef20cc60bf3aa624bdfab5f0ec8	92	< 0.1%
e8553934404d9f5bff496180b6a10e7931962f04743fd3674534f568c13cc843	90	< 0.1%
c017751a5a0af4a61f214148b092aa1a96716a84361b414cace0edbc2c7d6c7c	90	< 0.1%
Other values (10241)	360077	99.7%

Most occurring characters

Value	Count	Frequency (%)
d	1457692	6.3%
8	1451048	6.3%
7	1450456	6.3%
1	1449136	6.3%
0	1449006	6.3%
3	1445882	6.3%
a	1445840	6.3%
c	1444017	6.2%
9	1443498	6.2%
6	1441941	6.2%
Other values (6)	8627852	37.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14449882	62.5%
Lowercase Letter	8656486	37.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	1451048	10.0%
7	1450456	10.0%
1	1449136	10.0%
0	1449006	10.0%
3	1445882	10.0%
9	1443498	10.0%
6	1441941	10.0%
5	1441911	10.0%
2	1439061	10.0%
4	1437943	10.0%

Lowercase Letter

Value	Count	Frequency (%)
d	1457692	16.8%
a	1445840	16.7%
c	1444017	16.7%
f	1441070	16.6%
e	1436031	16.6%
b	1431836	16.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	14449882	62.5%
Latin	8656486	37.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	1451048	10.0%
7	1450456	10.0%
1	1449136	10.0%
0	1449006	10.0%
3	1445882	10.0%
9	1443498	10.0%
6	1441941	10.0%
5	1441911	10.0%
2	1439061	10.0%
4	1437943	10.0%

Latin

Value	Count	Frequency (%)
d	1457692	16.8%
a	1445840	16.7%
c	1444017	16.7%
f	1441070	16.6%
e	1436031	16.6%
b	1431836	16.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23106368	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	1457692	6.3%
8	1451048	6.3%
7	1450456	6.3%
1	1449136	6.3%
0	1449006	6.3%
3	1445882	6.3%
a	1445840	6.3%
c	1444017	6.2%
9	1443498	6.2%
6	1441941	6.2%
Other values (6)	8627852	37.3%

imp_hash
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

25c7ac00c91884fd2923a489ae9dfbca	361037

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	11553184
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	25c7ac00c91884fd2923a489ae9dfbca
2nd row	25c7ac00c91884fd2923a489ae9dfbca
3rd row	25c7ac00c91884fd2923a489ae9dfbca
4th row	25c7ac00c91884fd2923a489ae9dfbca
5th row	25c7ac00c91884fd2923a489ae9dfbca

Common Values

Value	Count	Frequency (%)
25c7ac00c91884fd2923a489ae9dfbca	361037	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
25c7ac00c91884fd2923a489ae9dfbca	361037	100.0%

Most occurring characters

Value	Count	Frequency (%)
c	1444148	12.5%
a	1444148	12.5%
9	1444148	12.5%
2	1083111	9.4%
8	1083111	9.4%
0	722074	6.2%
4	722074	6.2%
f	722074	6.2%
d	722074	6.2%
5	361037	3.1%
Other values (5)	1805185	15.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6498666	56.2%
Lowercase Letter	5054518	43.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	1444148	22.2%
2	1083111	16.7%
8	1083111	16.7%
0	722074	11.1%
4	722074	11.1%
5	361037	5.6%
7	361037	5.6%
1	361037	5.6%
3	361037	5.6%

Lowercase Letter

Value	Count	Frequency (%)
c	1444148	28.6%
a	1444148	28.6%
f	722074	14.3%
d	722074	14.3%
e	361037	7.1%
b	361037	7.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	6498666	56.2%
Latin	5054518	43.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	1444148	22.2%
2	1083111	16.7%
8	1083111	16.7%
0	722074	11.1%
4	722074	11.1%
5	361037	5.6%
7	361037	5.6%
1	361037	5.6%
3	361037	5.6%

Latin

Value	Count	Frequency (%)
c	1444148	28.6%
a	1444148	28.6%
f	722074	14.3%
d	722074	14.3%
e	361037	7.1%
b	361037	7.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11553184	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
c	1444148	12.5%
a	1444148	12.5%
9	1444148	12.5%
2	1083111	9.4%
8	1083111	9.4%
0	722074	6.2%
4	722074	6.2%
f	722074	6.2%
d	722074	6.2%
5	361037	3.1%
Other values (5)	1805185	15.6%

sec_chi2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	8562
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3896430.123

Minimum	37912.29
Maximum	73113600
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	37912.29
5-th percentile	65485.4
Q1	1044480
median	1044480
Q3	2088960
95-th percentile	7311360
Maximum	73113600
Range	73075687.71
Interquartile range (IQR)	1044480

Descriptive statistics

Standard deviation	13135118.62
Coefficient of variation (CV)	3.371064848
Kurtosis	23.47635445
Mean	3896430.123
Median Absolute Deviation (MAD)	362902
Skewness	5.025302897
Sum	1.406755442 × 10¹²
Variance	1.725313412 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1044480	157453	43.6%
2088960	83165	23.0%
73113600	12326	3.4%
498667.88	10295	2.9%
273516.75	10295	2.9%
940514.5	10295	2.9%
2810188	10295	2.9%
134540.95	10295	2.9%
65485.4	10290	2.9%
4015190.25	10290	2.9%
Other values (8552)	36038	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37912.29	1	< 0.1%
37913.59	1	< 0.1%
37919.14	13	< 0.1%
37920	1	< 0.1%
37922.22	1	< 0.1%
37922.54	1	< 0.1%
37923.03	10277	2.8%
61303	1	< 0.1%
61381.88	1	< 0.1%
61682.75	1	< 0.1%

Value	Count	Frequency (%)
73113600	12326	3.4%
54312960	245	0.1%
7311360	6488	1.8%
4015315.75	1	< 0.1%
4015190.25	10290	2.9%
4015190	1	< 0.1%
4015189.75	1	< 0.1%
4015189.25	1	< 0.1%
4015182	1	< 0.1%
2810188	10295	2.9%

sec_entropy
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	406
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.210155109

Minimum	0
Maximum	7.87
Zeros	259677
Zeros (%)	71.9%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.54
95-th percentile	7.82
Maximum	7.87
Range	7.87
Interquartile range (IQR)	0.54

Descriptive statistics

Standard deviation	2.365520452
Coefficient of variation (CV)	1.954725005
Kurtosis	1.816032852
Mean	1.210155109
Median Absolute Deviation (MAD)	0
Skewness	1.801276212
Sum	436910.77
Variance	5.595687007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	259677	71.9%
0.54	10318	2.9%
4.09	10299	2.9%
2.78	10296	2.9%
7.82	10295	2.9%
4.04	10295	2.9%
6.67	10295	2.9%
7.87	10295	2.9%
5.14	10295	2.9%
0.48	5616	1.6%
Other values (396)	13356	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	259677	71.9%
0.23	4	< 0.1%
0.24	2	< 0.1%
0.31	1	< 0.1%
0.32	2	< 0.1%
0.33	22	< 0.1%
0.34	30	< 0.1%
0.36	2	< 0.1%
0.46	1	< 0.1%
0.48	5616	1.6%

Value	Count	Frequency (%)
7.87	10295	2.9%
7.82	10295	2.9%
6.67	10295	2.9%
5.75	520	0.1%
5.74	609	0.2%
5.73	34	< 0.1%
5.72	66	< 0.1%
5.71	1	< 0.1%
5.57	10	< 0.1%
5.56	5	< 0.1%

sec_md5
Categorical

HIGH CARDINALITY

Distinct	9182
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

620f0b67a91f7f74151bc5be745b7110	157453
0829f71740aab1ab98b33eae21dee122	83165
4579108cda3cebc6432027a86e7b7a9b	12326
b60eaab7c709450be3cba1c56615936c	10295
a24d116ab001c6148d20035da2529014	10295
Other values (9177)	87503

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	11553184
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9083 ?
Unique (%)	2.5%

Sample

1st row	072b707ef80f7c15338cf1fd7c7212aa
2nd row	9f46fc5a3fcb244f69598b159edfecd8
3rd row	a24d116ab001c6148d20035da2529014
4th row	ca2ef02cb2d2c48858ceb3137e44019d
5th row	218e10d0dff11714c4062e870cc733ae

Common Values

Value	Count	Frequency (%)
620f0b67a91f7f74151bc5be745b7110	157453	43.6%
0829f71740aab1ab98b33eae21dee122	83165	23.0%
4579108cda3cebc6432027a86e7b7a9b	12326	3.4%
b60eaab7c709450be3cba1c56615936c	10295	2.9%
a24d116ab001c6148d20035da2529014	10295	2.9%
ca2ef02cb2d2c48858ceb3137e44019d	10295	2.9%
bac11b3e0f44cd6f7fdbe64b8961f1d4	10295	2.9%
0e0a578022c8fef3fb155e5713e8195c	10295	2.9%
072b707ef80f7c15338cf1fd7c7212aa	10290	2.9%
218e10d0dff11714c4062e870cc733ae	10290	2.9%
Other values (9172)	36038	10.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
620f0b67a91f7f74151bc5be745b7110	157453	43.6%
0829f71740aab1ab98b33eae21dee122	83165	23.0%
4579108cda3cebc6432027a86e7b7a9b	12326	3.4%
b60eaab7c709450be3cba1c56615936c	10295	2.9%
a24d116ab001c6148d20035da2529014	10295	2.9%
ca2ef02cb2d2c48858ceb3137e44019d	10295	2.9%
bac11b3e0f44cd6f7fdbe64b8961f1d4	10295	2.9%
0e0a578022c8fef3fb155e5713e8195c	10295	2.9%
218e10d0dff11714c4062e870cc733ae	10290	2.9%
072b707ef80f7c15338cf1fd7c7212aa	10290	2.9%
Other values (9172)	36038	10.0%

Most occurring characters

Value	Count	Frequency (%)
1	1458501	12.6%
7	1242407	10.8%
b	1101982	9.5%
0	926630	8.0%
f	802065	6.9%
e	726248	6.3%
2	724404	6.3%
a	709087	6.1%
5	690820	6.0%
4	617735	5.3%
Other values (6)	2553305	22.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7448121	64.5%
Lowercase Letter	4105063	35.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1458501	19.6%
7	1242407	16.7%
0	926630	12.4%
2	724404	9.7%
5	690820	9.3%
4	617735	8.3%
9	517054	6.9%
6	515823	6.9%
8	391529	5.3%
3	363218	4.9%

Lowercase Letter

Value	Count	Frequency (%)
b	1101982	26.8%
f	802065	19.5%
e	726248	17.7%
a	709087	17.3%
c	477312	11.6%
d	288369	7.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7448121	64.5%
Latin	4105063	35.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1458501	19.6%
7	1242407	16.7%
0	926630	12.4%
2	724404	9.7%
5	690820	9.3%
4	617735	8.3%
9	517054	6.9%
6	515823	6.9%
8	391529	5.3%
3	363218	4.9%

Latin

Value	Count	Frequency (%)
b	1101982	26.8%
f	802065	19.5%
e	726248	17.7%
a	709087	17.3%
c	477312	11.6%
d	288369	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11553184	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1458501	12.6%
7	1242407	10.8%
b	1101982	9.5%
0	926630	8.0%
f	802065	6.9%
e	726248	6.3%
2	724404	6.3%
a	709087	6.1%
5	690820	6.0%
4	617735	5.3%
Other values (6)	2553305	22.1%

raw_size
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35764.22893

Minimum	4096
Maximum	286720
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	4096
5-th percentile	4096
Q1	4096
median	4096
Q3	8192
95-th percentile	270336
Maximum	286720
Range	282624
Interquartile range (IQR)	4096

Descriptive statistics

Standard deviation	76828.9883
Coefficient of variation (CV)	2.148207597
Kurtosis	4.484647564
Mean	35764.22893
Median Absolute Deviation (MAD)	0
Skewness	2.447244966
Sum	1.291220992 × 10¹⁰
Variance	5902693443
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4096	204310	56.6%
8192	84556	23.4%
286720	13462	3.7%
163840	10295	2.9%
270336	10295	2.9%
192512	10295	2.9%
65536	10295	2.9%
12288	10295	2.9%
28672	6895	1.9%
212992	339	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4096	204310	56.6%
8192	84556	23.4%
12288	10295	2.9%
28672	6895	1.9%
65536	10295	2.9%
163840	10295	2.9%
192512	10295	2.9%
212992	339	0.1%
270336	10295	2.9%
286720	13462	3.7%

Value	Count	Frequency (%)
286720	13462	3.7%
270336	10295	2.9%
212992	339	0.1%
192512	10295	2.9%
163840	10295	2.9%
65536	10295	2.9%
28672	6895	1.9%
12288	10295	2.9%
8192	84556	23.4%
4096	204310	56.6%

virtual_size
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	364
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33554.18039

Minimum	123
Maximum	283074
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	123
5-th percentile	431
Q1	1787
median	3062
Q3	7782
95-th percentile	269833
Maximum	283074
Range	282951
Interquartile range (IQR)	5995

Descriptive statistics

Standard deviation	76880.4531
Coefficient of variation (CV)	2.291233229
Kurtosis	4.444827051
Mean	33554.18039
Median Absolute Deviation (MAD)	2040
Skewness	2.439407684
Sum	1.211430063 × 10¹⁰
Variance	5910604069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3038	28026	7.8%
4751	19847	5.5%
571	16854	4.7%
2302	16713	4.6%
4728	16156	4.5%
1846	16091	4.5%
7978	13592	3.8%
282996	12265	3.4%
161694	10295	2.9%
64664	10295	2.9%
Other values (354)	200903	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
123	26	< 0.1%
132	17	< 0.1%
180	880	0.2%
232	20	< 0.1%
249	663	0.2%
259	422	0.1%
262	472	0.1%
268	234	0.1%
276	135	< 0.1%
311	939	0.3%

Value	Count	Frequency (%)
283074	1197	0.3%
282996	12265	3.4%
269833	10295	2.9%
210737	339	0.1%
190882	10295	2.9%
161694	10295	2.9%
64664	10295	2.9%
27856	6895	1.9%
10428	10295	2.9%
8071	218	0.1%

virtual_address
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	212
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	893713.8976

Minimum	4096
Maximum	2068480
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	4096
5-th percentile	167936
Q1	712704
median	1060864
Q3	1122304
95-th percentile	1200128
Maximum	2068480
Range	2064384
Interquartile range (IQR)	409600

Descriptive statistics

Standard deviation	362645.281
Coefficient of variation (CV)	0.4057733487
Kurtosis	0.1088205522
Mean	893713.8976
Median Absolute Deviation (MAD)	73728
Skewness	-1.234143403
Sum	3.226637844 × 10¹¹
Variance	1.315115998 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4096	10295	2.9%
167936	10295	2.9%
172032	10295	2.9%
176128	10295	2.9%
180224	10295	2.9%
450560	10295	2.9%
454656	10295	2.9%
647168	10295	2.9%
712704	10295	2.9%
724992	10295	2.9%
Other values (202)	258087	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4096	10295	2.9%
167936	10295	2.9%
172032	10295	2.9%
176128	10295	2.9%
180224	10295	2.9%
450560	10295	2.9%
454656	10295	2.9%
647168	10295	2.9%
712704	10295	2.9%
724992	10295	2.9%

Value	Count	Frequency (%)
2068480	2	< 0.1%
2052096	2	< 0.1%
2007040	2	< 0.1%
1953792	2	< 0.1%
1826816	2	< 0.1%
1822720	2	< 0.1%
1814528	2	< 0.1%
1798144	2	< 0.1%
1794048	6	< 0.1%
1789952	2	< 0.1%

sec_name
Categorical

HIGH CARDINALITY

Distinct	15918
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

.rdata	20590
.text	10295
.crt1	10295
.data	10295
.pdata	10295
Other values (15913)	299267

Length

Max length	7
Median length	6
Mean length	5.444513997
Min length	4

Characters and Unicode

Total characters	1965671
Distinct characters	30
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6369 ?
Unique (%)	1.8%

Sample

1st row	.text
2nd row	.rdata
3rd row	.crt1
4th row	.rdata
5th row	.data

Common Values

Value	Count	Frequency (%)
.rdata	20590	5.7%
.text	10295	2.9%
.crt1	10295	2.9%
.data	10295	2.9%
.pdata	10295	2.9%
qwTG	10295	2.9%
.rsrc	10295	2.9%
.reloc	10295	2.9%
.lqen	9890	2.7%
.vqb	9890	2.7%
Other values (15908)	248602	68.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
rdata	20590	5.7%
qwtg	10295	2.9%
reloc	10295	2.9%
rsrc	10295	2.9%
text	10295	2.9%
pdata	10295	2.9%
crt1	10295	2.9%
data	10295	2.9%
lqen	9890	2.7%
gjd	9890	2.7%
Other values (15908)	248602	68.9%

Most occurring characters

Value	Count	Frequency (%)
.	350742	17.8%
a	120041	6.1%
r	112921	5.7%
t	110130	5.6%
q	98491	5.0%
d	82776	4.2%
c	72871	3.7%
l	71620	3.6%
e	68716	3.5%
w	59080	3.0%
Other values (20)	818283	41.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1584044	80.6%
Other Punctuation	350742	17.8%
Uppercase Letter	20590	1.0%
Decimal Number	10295	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	120041	7.6%
r	112921	7.1%
t	110130	7.0%
q	98491	6.2%
d	82776	5.2%
c	72871	4.6%
l	71620	4.5%
e	68716	4.3%
w	59080	3.7%
g	55936	3.5%
Other values (16)	731462	46.2%

Uppercase Letter

Value	Count	Frequency (%)
G	10295	50.0%
T	10295	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	350742	100.0%

Decimal Number

Value	Count	Frequency (%)
1	10295	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1604634	81.6%
Common	361037	18.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	120041	7.5%
r	112921	7.0%
t	110130	6.9%
q	98491	6.1%
d	82776	5.2%
c	72871	4.5%
l	71620	4.5%
e	68716	4.3%
w	59080	3.7%
g	55936	3.5%
Other values (18)	752052	46.9%

Common

Value	Count	Frequency (%)
.	350742	97.1%
1	10295	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1965671	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	350742	17.8%
a	120041	6.1%
r	112921	5.7%
t	110130	5.6%
q	98491	5.0%
d	82776	4.2%
c	72871	3.7%
l	71620	3.6%
e	68716	3.5%
w	59080	3.0%
Other values (20)	818283	41.6%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	df_index	Unnamed: 0	filename	win_count	sha256	imp_hash	sec_chi2	sec_entropy	sec_md5	raw_size	virtual_size	virtual_address	sec_name
0	890523	890523	2022041900/2022041900_10	169033	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4	25c7ac00c91884fd2923a489ae9dfbca	65485.40	7.82	072b707ef80f7c15338cf1fd7c7212aa	163840	161694	4096	.text
1	890524	890524	2022041900/2022041900_10	169033	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4	25c7ac00c91884fd2923a489ae9dfbca	957362.25	0.48	9f46fc5a3fcb244f69598b159edfecd8	4096	3913	167936	.rdata
2	890525	890525	2022041900/2022041900_10	169033	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4	25c7ac00c91884fd2923a489ae9dfbca	498667.88	2.78	a24d116ab001c6148d20035da2529014	4096	1787	172032	.crt1
3	890526	890526	2022041900/2022041900_10	169033	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4	25c7ac00c91884fd2923a489ae9dfbca	273516.75	4.04	ca2ef02cb2d2c48858ceb3137e44019d	4096	3264	176128	.rdata
4	890527	890527	2022041900/2022041900_10	169033	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4	25c7ac00c91884fd2923a489ae9dfbca	4015190.25	6.67	218e10d0dff11714c4062e870cc733ae	270336	269833	180224	.data
5	890528	890528	2022041900/2022041900_10	169033	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4	25c7ac00c91884fd2923a489ae9dfbca	940514.50	0.54	bac11b3e0f44cd6f7fdbe64b8961f1d4	4096	2886	450560	.pdata
6	890529	890529	2022041900/2022041900_10	169033	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4	25c7ac00c91884fd2923a489ae9dfbca	37923.03	7.87	f096c568fbd7d92957f53fd1a92776c1	192512	190882	454656	qwTG
7	890530	890530	2022041900/2022041900_10	169033	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4	25c7ac00c91884fd2923a489ae9dfbca	2810188.00	4.09	0e0a578022c8fef3fb155e5713e8195c	65536	64664	647168	.rsrc
8	890531	890531	2022041900/2022041900_10	169033	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4	25c7ac00c91884fd2923a489ae9dfbca	134540.95	5.14	b60eaab7c709450be3cba1c56615936c	12288	10428	712704	.reloc
9	890532	890532	2022041900/2022041900_10	169033	421a0e5ff1a6ef6b4a1c79a5fecd9555ef2e0376177ab8e50b22aae1fefd78c4	25c7ac00c91884fd2923a489ae9dfbca	73113600.00	0.00	4579108cda3cebc6432027a86e7b7a9b	286720	282996	724992	.lqen

Last rows

	df_index	Unnamed: 0	filename	win_count	sha256	imp_hash	sec_chi2	sec_entropy	sec_md5	raw_size	virtual_size	virtual_address	sec_name
361027	5674743	5674743	2022042101/2022042101_45	615253	12f8bc0299b6f37f90cfd52d97a13ba0a132049ff52f4ec58d8a47b89b2c0639	25c7ac00c91884fd2923a489ae9dfbca	1044480.00	0.00	620f0b67a91f7f74151bc5be745b7110	4096	318	1163264	.ures
361028	5674744	5674744	2022042101/2022042101_45	615253	12f8bc0299b6f37f90cfd52d97a13ba0a132049ff52f4ec58d8a47b89b2c0639	25c7ac00c91884fd2923a489ae9dfbca	1044480.00	0.00	620f0b67a91f7f74151bc5be745b7110	4096	3038	1167360	.ycwyx
361029	5674745	5674745	2022042101/2022042101_45	615253	12f8bc0299b6f37f90cfd52d97a13ba0a132049ff52f4ec58d8a47b89b2c0639	25c7ac00c91884fd2923a489ae9dfbca	1044480.00	0.00	620f0b67a91f7f74151bc5be745b7110	4096	3038	1171456	.klsrvp
361030	5674746	5674746	2022042101/2022042101_45	615253	12f8bc0299b6f37f90cfd52d97a13ba0a132049ff52f4ec58d8a47b89b2c0639	25c7ac00c91884fd2923a489ae9dfbca	2088960.00	0.00	0829f71740aab1ab98b33eae21dee122	8192	4388	1175552	.bjcea
361031	5674747	5674747	2022042101/2022042101_45	615253	12f8bc0299b6f37f90cfd52d97a13ba0a132049ff52f4ec58d8a47b89b2c0639	25c7ac00c91884fd2923a489ae9dfbca	1044480.00	0.00	620f0b67a91f7f74151bc5be745b7110	4096	571	1183744	.omsph
361032	5674748	5674748	2022042101/2022042101_45	615253	12f8bc0299b6f37f90cfd52d97a13ba0a132049ff52f4ec58d8a47b89b2c0639	25c7ac00c91884fd2923a489ae9dfbca	73113600.00	0.00	4579108cda3cebc6432027a86e7b7a9b	286720	283074	1187840	.lts
361033	5674749	5674749	2022042101/2022042101_45	615253	12f8bc0299b6f37f90cfd52d97a13ba0a132049ff52f4ec58d8a47b89b2c0639	25c7ac00c91884fd2923a489ae9dfbca	1044480.00	0.00	620f0b67a91f7f74151bc5be745b7110	4096	730	1474560	.ceki
361034	5674750	5674750	2022042101/2022042101_45	615253	12f8bc0299b6f37f90cfd52d97a13ba0a132049ff52f4ec58d8a47b89b2c0639	25c7ac00c91884fd2923a489ae9dfbca	73113600.00	0.00	4579108cda3cebc6432027a86e7b7a9b	286720	283074	1478656	.mub
361035	5674751	5674751	2022042101/2022042101_45	615253	12f8bc0299b6f37f90cfd52d97a13ba0a132049ff52f4ec58d8a47b89b2c0639	25c7ac00c91884fd2923a489ae9dfbca	1044480.00	0.00	620f0b67a91f7f74151bc5be745b7110	4096	431	1765376	.xer
361036	5674752	5674752	2022042101/2022042101_45	615253	12f8bc0299b6f37f90cfd52d97a13ba0a132049ff52f4ec58d8a47b89b2c0639	25c7ac00c91884fd2923a489ae9dfbca	534986.25	2.47	3bdc7903f23377c192129423e06221b9	4096	1395	1769472	.lgp

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ